2 papers
cs.CV2024
Synthesising Handwritten Music with GANs: A Comprehensive Evaluation of CycleWGAN, ProGAN, and DCGAN
Elona Shatri, Kalikidhar Palavala, George Fazekas
The generation of handwritten music sheets is a crucial step toward enhancing Optical Music Recognition (OMR) systems, which rely on large and diverse datasets for optimal performa…
cs.IR2024
Knowledge Discovery in Optical Music Recognition: Enhancing Information Retrieval with Instance Segmentation
Elona Shatri, George Fazekas
Optical Music Recognition (OMR) automates the transcription of musical notation from images into machine-readable formats like MusicXML, MEI, or MIDI, significantly reducing the co…